Dataset Report

Dataset statistics

Number of variables	19
Number of observations	12348
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.1 MiB
Average record size in memory	181.4 B

Variable types

Numeric	16
Categorical	3

Alerts

`TotalSteps` is highly overall correlated with `TotalDistance` and 6 other fields	High correlation
`TotalDistance` is highly overall correlated with `TotalSteps` and 7 other fields	High correlation
`TrackerDistance` is highly overall correlated with `TotalSteps` and 7 other fields	High correlation
`VeryActiveDistance` is highly overall correlated with `TotalSteps` and 5 other fields	High correlation
`ModeratelyActiveDistance` is highly overall correlated with `TotalSteps` and 5 other fields	High correlation
`LightActiveDistance` is highly overall correlated with `TotalSteps` and 3 other fields	High correlation
`VeryActiveMinutes` is highly overall correlated with `TotalSteps` and 6 other fields	High correlation
`FairlyActiveMinutes` is highly overall correlated with `TotalSteps` and 5 other fields	High correlation
`LightlyActiveMinutes` is highly overall correlated with `LightActiveDistance`	High correlation
`Calories` is highly overall correlated with `TotalDistance` and 2 other fields	High correlation
`TotalMinutesAsleep` is highly overall correlated with `TotalTimeInBed`	High correlation
`TotalTimeInBed` is highly overall correlated with `TotalMinutesAsleep`	High correlation
`TotalSleepRecords` is highly imbalanced (65.2%)	Imbalance
`TotalSteps` has 611 (4.9%) zeros	Zeros
`TotalDistance` has 614 (5.0%) zeros	Zeros
`TrackerDistance` has 614 (5.0%) zeros	Zeros
`LoggedActivitiesDistance` has 11732 (95.0%) zeros	Zeros
`VeryActiveDistance` has 4658 (37.7%) zeros	Zeros
`ModeratelyActiveDistance` has 4334 (35.1%) zeros	Zeros
`LightActiveDistance` has 663 (5.4%) zeros	Zeros
`SedentaryActiveDistance` has 12212 (98.9%) zeros	Zeros
`VeryActiveMinutes` has 4658 (37.7%) zeros	Zeros
`FairlyActiveMinutes` has 4319 (35.0%) zeros	Zeros
`LightlyActiveMinutes` has 660 (5.3%) zeros	Zeros

Reproduction

Analysis started	2023-01-21 20:09:13.775437
Analysis finished	2023-01-21 20:09:32.486971
Duration	18.71 seconds
Software version	pandas-profiling vv3.6.2
Download configuration	config.json

Id
Real number (ℝ)

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0210158 × 10⁹

Minimum	1.5039604 × 10⁹
Maximum	8.7920097 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	1.5039604 × 10⁹
5-th percentile	1.5039604 × 10⁹
Q1	3.9773337 × 10⁹
median	4.7029217 × 10⁹
Q3	6.9621811 × 10⁹
95-th percentile	8.3785632 × 10⁹
Maximum	8.7920097 × 10⁹
Range	7.2880493 × 10⁹
Interquartile range (IQR)	2.9848474 × 10⁹

Descriptive statistics

Standard deviation	2.0483114 × 10⁹
Coefficient of variation (CV)	0.40794762
Kurtosis	-0.73439593
Mean	5.0210158 × 10⁹
Median Absolute Deviation (MAD)	8.7422863 × 10⁸
Skewness	0.0074911938
Sum	6.1999504 × 10¹³
Variance	4.1955798 × 10¹⁸
Monotonicity	Increasing

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
8378563200	961	7.8%
6962181067	961	7.8%
5553957443	961	7.8%
2026352035	868	7.0%
4445114986	868	7.0%
3977333714	840	6.8%
4702921684	837	6.8%
4319703577	806	6.5%
5577150313	780	6.3%
1503960366	775	6.3%
Other values (14)	3691	29.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1503960366	775	6.3%
1644430081	120	1.0%
1844505072	93	0.8%
1927972279	155	1.3%
2026352035	868	7.0%
2320127002	31	0.3%
2347167796	270	2.2%
3977333714	840	6.8%
4020332650	248	2.0%
4319703577	806	6.5%

Value	Count	Frequency (%)
8792009665	435	3.5%
8378563200	961	7.8%
8053475328	93	0.8%
7086361926	744	6.0%
7007744171	52	0.4%
6962181067	961	7.8%
6775888955	78	0.6%
6117666160	504	4.1%
5577150313	780	6.3%
5553957443	961	7.8%

ActivityDate
Categorical

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	192.9 KiB

4/12/2016	410
4/22/2016	410
4/29/2016	410
4/28/2016	410
4/13/2016	410
Other values (26)	10298

Length

Max length	9
Median length	9
Mean length	8.712909
Min length	8

Characters and Unicode

Total characters	107587
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4/12/2016
2nd row	4/12/2016
3rd row	4/12/2016
4th row	4/12/2016
5th row	4/12/2016

Common Values

Value	Count	Frequency (%)
4/12/2016	410	3.3%
4/22/2016	410	3.3%
4/29/2016	410	3.3%
4/28/2016	410	3.3%
4/13/2016	410	3.3%
4/26/2016	410	3.3%
4/25/2016	410	3.3%
4/24/2016	410	3.3%
4/23/2016	410	3.3%
4/27/2016	410	3.3%
Other values (21)	8248	66.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
4/12/2016	410	3.3%
4/21/2016	410	3.3%
4/20/2016	410	3.3%
4/14/2016	410	3.3%
4/22/2016	410	3.3%
4/16/2016	410	3.3%
4/17/2016	410	3.3%
4/18/2016	410	3.3%
4/19/2016	410	3.3%
4/15/2016	410	3.3%
Other values (21)	8248	66.8%

Most occurring characters

Value	Count	Frequency (%)
/	24696	23.0%
2	17962	16.7%
1	17818	16.6%
6	13563	12.6%
0	13525	12.6%
4	8990	8.4%
5	5788	5.4%
3	1610	1.5%
7	1215	1.1%
9	1210	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	82891	77.0%
Other Punctuation	24696	23.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	17962	21.7%
1	17818	21.5%
6	13563	16.4%
0	13525	16.3%
4	8990	10.8%
5	5788	7.0%
3	1610	1.9%
7	1215	1.5%
9	1210	1.5%
8	1210	1.5%

Other Punctuation

Value	Count	Frequency (%)
/	24696	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	107587	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	24696	23.0%
2	17962	16.7%
1	17818	16.6%
6	13563	12.6%
0	13525	12.6%
4	8990	8.4%
5	5788	5.4%
3	1610	1.5%
7	1215	1.1%
9	1210	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107587	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	24696	23.0%
2	17962	16.7%
1	17818	16.6%
6	13563	12.6%
0	13525	12.6%
4	8990	8.4%
5	5788	5.4%
3	1610	1.5%
7	1215	1.1%
9	1210	1.1%

TotalSteps
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	635
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8107.8903

Minimum	0
Maximum	22988
Zeros	611
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	9
Q1	4660
median	8585
Q3	11317
95-th percentile	15036
Maximum	22988
Range	22988
Interquartile range (IQR)	6657

Descriptive statistics

Standard deviation	4482.7866
Coefficient of variation (CV)	0.55289187
Kurtosis	-0.44079553
Mean	8107.8903
Median Absolute Deviation (MAD)	3353
Skewness	0.018722161
Sum	1.0011623 × 10⁸
Variance	20095376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	611	4.9%
12764	56	0.5%
9105	55	0.4%
5232	33	0.3%
10725	32	0.3%
4363	32	0.3%
14461	31	0.3%
13070	31	0.3%
10199	31	0.3%
7626	31	0.3%
Other values (625)	11405	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	611	4.9%
4	3	< 0.1%
8	3	< 0.1%
9	3	< 0.1%
16	8	0.1%
17	26	0.2%
29	26	0.2%
31	24	0.2%
42	15	0.1%
44	3	< 0.1%

Value	Count	Frequency (%)
22988	3	< 0.1%
22770	23	0.2%
22359	3	< 0.1%
22244	15	0.1%
22026	3	< 0.1%
20669	3	< 0.1%
20500	3	< 0.1%
20159	3	< 0.1%
20067	2	< 0.1%
20031	31	0.3%

TotalDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	499
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7220408

Minimum	0
Maximum	17.950001
Zeros	614
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0099999998
Q1	3.1600001
median	6.1199999
Q3	7.9200001
95-th percentile	10.71
Maximum	17.950001
Range	17.950001
Interquartile range (IQR)	4.76

Descriptive statistics

Standard deviation	3.2426335
Coefficient of variation (CV)	0.56669178
Kurtosis	-0.24447869
Mean	5.7220408
Median Absolute Deviation (MAD)	2.3799999
Skewness	0.11481085
Sum	70655.76
Variance	10.514672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	614	5.0%
6.710000038	114	0.9%
6.820000172	83	0.7%
7.099999905	78	0.6%
2.559999943	78	0.6%
2.599999905	70	0.6%
3.619999886	70	0.6%
0.009999999776	64	0.5%
2.769999981	62	0.5%
7.630000114	62	0.5%
Other values (489)	11053	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	614	5.0%
0.009999999776	64	0.5%
0.01999999955	26	0.2%
0.02999999933	18	0.1%
0.03999999911	8	0.1%
0.07999999821	8	0.1%
0.09000000358	15	0.1%
0.1000000015	5	< 0.1%
0.1099999994	5	< 0.1%
0.1299999952	3	< 0.1%

Value	Count	Frequency (%)
17.95000076	3	< 0.1%
17.64999962	3	< 0.1%
17.54000092	23	0.2%
17.19000053	3	< 0.1%
16.23999977	3	< 0.1%
15.97000027	3	< 0.1%
15.68999958	3	< 0.1%
15.67000008	3	< 0.1%
15.07999992	15	0.1%
15.01000023	18	0.1%

TrackerDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	497
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7150178

Minimum	0
Maximum	17.950001
Zeros	614
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0099999998
Q1	3.1600001
median	6.1199999
Q3	7.8800001
95-th percentile	10.71
Maximum	17.950001
Range	17.950001
Interquartile range (IQR)	4.72

Descriptive statistics

Standard deviation	3.2349602
Coefficient of variation (CV)	0.56604552
Kurtosis	-0.23299746
Mean	5.7150178
Median Absolute Deviation (MAD)	2.3599997
Skewness	0.11354228
Sum	70569.04
Variance	10.464968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	614	5.0%
6.710000038	114	0.9%
6.820000172	83	0.7%
2.559999943	78	0.6%
7.099999905	78	0.6%
2.599999905	70	0.6%
3.619999886	70	0.6%
0.009999999776	64	0.5%
7.630000114	62	0.5%
9.079999924	62	0.5%
Other values (487)	11053	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	614	5.0%
0.009999999776	64	0.5%
0.01999999955	26	0.2%
0.02999999933	18	0.1%
0.03999999911	8	0.1%
0.07999999821	8	0.1%
0.09000000358	15	0.1%
0.1000000015	5	< 0.1%
0.1099999994	5	< 0.1%
0.1299999952	3	< 0.1%

Value	Count	Frequency (%)
17.95000076	3	< 0.1%
17.64999962	3	< 0.1%
17.54000092	23	0.2%
17.19000053	3	< 0.1%
16.23999977	3	< 0.1%
15.97000027	3	< 0.1%
15.68999958	3	< 0.1%
15.67000008	3	< 0.1%
15.07999992	15	0.1%
15.01000023	18	0.1%

LoggedActivitiesDistance
Real number (ℝ)

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.12145714

Minimum	0
Maximum	4.942142
Zeros	11732
Zeros (%)	95.0%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4.942142
Range	4.942142
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.55017825
Coefficient of variation (CV)	4.5298138
Kurtosis	24.672873
Mean	0.12145714
Median Absolute Deviation (MAD)	0
Skewness	4.8172576
Sum	1499.7528
Variance	0.30269611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	11732	95.0%
2.092147112	279	2.3%
2.253081083	217	1.8%
4.081692219	31	0.3%
3.167821884	31	0.3%
2.785175085	31	0.3%
1.959596038	3	< 0.1%
4.885604858	2	< 0.1%
4.878232002	2	< 0.1%
4.912367821	2	< 0.1%
Other values (9)	18	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11732	95.0%
1.959596038	3	< 0.1%
2.092147112	279	2.3%
2.253081083	217	1.8%
2.785175085	31	0.3%
2.832325935	2	< 0.1%
3.167821884	31	0.3%
3.285414934	2	< 0.1%
4.081692219	31	0.3%
4.851306915	2	< 0.1%

Value	Count	Frequency (%)
4.94214201	2	< 0.1%
4.930550098	2	< 0.1%
4.924840927	2	< 0.1%
4.912367821	2	< 0.1%
4.911146164	2	< 0.1%
4.885604858	2	< 0.1%
4.878232002	2	< 0.1%
4.869782925	2	< 0.1%
4.861792088	2	< 0.1%
4.851306915	2	< 0.1%

VeryActiveDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	276
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3974976

Minimum	0
Maximum	13.4
Zeros	4658
Zeros (%)	37.7%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.52999997
Q3	2.3099999
95-th percentile	5.29
Maximum	13.4
Range	13.4
Interquartile range (IQR)	2.3099999

Descriptive statistics

Standard deviation	1.9107099
Coefficient of variation (CV)	1.3672367
Kurtosis	4.2454423
Mean	1.3974976
Median Absolute Deviation (MAD)	0.52999997
Skewness	1.8444789
Sum	17256.3
Variance	3.6508125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4658	37.7%
0.0700000003	132	1.1%
2.029999971	98	0.8%
1.370000005	87	0.7%
1.059999943	83	0.7%
0.3199999928	81	0.7%
0.05999999866	79	0.6%
2.789999962	78	0.6%
0.3700000048	78	0.6%
0.3300000131	77	0.6%
Other values (266)	6897	55.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4658	37.7%
0.01999999955	20	0.2%
0.03999999911	15	0.1%
0.05000000075	20	0.2%
0.05999999866	79	0.6%
0.0700000003	132	1.1%
0.07999999821	69	0.6%
0.09000000358	27	0.2%
0.1099999994	34	0.3%
0.1199999973	31	0.3%

Value	Count	Frequency (%)
13.39999962	3	< 0.1%
13.26000023	3	< 0.1%
13.13000011	3	< 0.1%
12.53999996	3	< 0.1%
12.43999958	3	< 0.1%
12.34000015	3	< 0.1%
11.64000034	3	< 0.1%
11.36999989	3	< 0.1%
10.43000031	3	< 0.1%
9.890000343	23	0.2%

ModeratelyActiveDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	192
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.73086168

Minimum	0
Maximum	6.48
Zeros	4334
Zeros (%)	35.1%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.40000001
Q3	1
95-th percentile	2.45
Maximum	6.48
Range	6.48
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0374368
Coefficient of variation (CV)	1.4194708
Kurtosis	7.8518188
Mean	0.73086168
Median Absolute Deviation (MAD)	0.40000001
Skewness	2.5235152
Sum	9024.68
Variance	1.0762752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4334	35.1%
0.400000006	169	1.4%
0.25	149	1.2%
0.7900000215	136	1.1%
0.1899999976	118	1.0%
0.4199999869	117	0.9%
0.5699999928	115	0.9%
0.6399999857	113	0.9%
0.2800000012	112	0.9%
0.349999994	110	0.9%
Other values (182)	6875	55.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4334	35.1%
0.02999999933	33	0.3%
0.03999999911	36	0.3%
0.05000000075	15	0.1%
0.05999999866	7	0.1%
0.07999999821	23	0.2%
0.1099999994	28	0.2%
0.1199999973	32	0.3%
0.1400000006	26	0.2%
0.150000006	57	0.5%

Value	Count	Frequency (%)
6.480000019	28	0.2%
6.210000038	27	0.2%
5.599999905	28	0.2%
5.400000095	28	0.2%
5.239999771	28	0.2%
5.119999886	27	0.2%
4.579999924	28	0.2%
4.559999943	28	0.2%
4.349999905	28	0.2%
4.21999979	56	0.5%

LightActiveDistance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	412
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5320157

Minimum	0
Maximum	10.3
Zeros	663
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.3499999
median	3.54
Q3	4.8299999
95-th percentile	6.46
Maximum	10.3
Range	10.3
Interquartile range (IQR)	2.48

Descriptive statistics

Standard deviation	1.8766462
Coefficient of variation (CV)	0.53132441
Kurtosis	-0.0325695
Mean	3.5320157
Median Absolute Deviation (MAD)	1.23
Skewness	0.11776653
Sum	43613.33
Variance	3.5218008
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	663	5.4%
4.179999828	122	1.0%
4.710000038	114	0.9%
2.470000029	109	0.9%
2.670000076	106	0.9%
3.910000086	102	0.8%
4.5	93	0.8%
3.920000076	90	0.7%
3.769999981	90	0.7%
5.409999847	89	0.7%
Other values (402)	10770	87.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	663	5.4%
0.009999999776	64	0.5%
0.01999999955	26	0.2%
0.02999999933	26	0.2%
0.03999999911	8	0.1%
0.05999999866	3	< 0.1%
0.09000000358	15	0.1%
0.1000000015	5	< 0.1%
0.1099999994	5	< 0.1%
0.1299999952	31	0.3%

Value	Count	Frequency (%)
10.30000019	18	0.1%
9.479999542	18	0.1%
9.460000038	4	< 0.1%
8.970000267	27	0.2%
8.680000305	18	0.1%
8.409999847	18	0.1%
8.270000458	27	0.2%
8.260000229	2	< 0.1%
8.229999542	2	< 0.1%
7.949999809	2	< 0.1%

SedentaryActiveDistance
Real number (ℝ)

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00067946226

Minimum	0
Maximum	0.11
Zeros	12212
Zeros (%)	98.9%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0.11
Range	0.11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0078424973
Coefficient of variation (CV)	11.542212
Kurtosis	161.87581
Mean	0.00067946226
Median Absolute Deviation (MAD)	0
Skewness	12.609561
Sum	8.39
Variance	6.1504764 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	12212	98.9%
0.009999999776	40	0.3%
0.1099999994	31	0.3%
0.1000000015	31	0.3%
0.01999999955	10	0.1%
0.05000000075	8	0.1%
0.0700000003	8	0.1%
0.03999999911	8	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12212	98.9%
0.009999999776	40	0.3%
0.01999999955	10	0.1%
0.03999999911	8	0.1%
0.05000000075	8	0.1%
0.0700000003	8	0.1%
0.1000000015	31	0.3%
0.1099999994	31	0.3%

Value	Count	Frequency (%)
0.1099999994	31	0.3%
0.1000000015	31	0.3%
0.0700000003	8	0.1%
0.05000000075	8	0.1%
0.03999999911	8	0.1%
0.01999999955	10	0.1%
0.009999999776	40	0.3%
0	12212	98.9%

VeryActiveMinutes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	114
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.935779

Minimum	0
Maximum	210
Zeros	4658
Zeros (%)	37.7%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	36
95-th percentile	97
Maximum	210
Range	210
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	34.884901
Coefficient of variation (CV)	1.4574375
Kurtosis	6.2872964
Mean	23.935779
Median Absolute Deviation (MAD)	8
Skewness	2.2176195
Sum	295559
Variance	1216.9564
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4658	37.7%
1	370	3.0%
8	299	2.4%
19	236	1.9%
3	234	1.9%
6	206	1.7%
14	201	1.6%
4	181	1.5%
11	169	1.4%
30	169	1.4%
Other values (104)	5625	45.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4658	37.7%
1	370	3.0%
2	135	1.1%
3	234	1.9%
4	181	1.5%
5	154	1.2%
6	206	1.7%
7	110	0.9%
8	299	2.4%
9	104	0.8%

Value	Count	Frequency (%)
210	26	0.2%
207	26	0.2%
200	26	0.2%
194	26	0.2%
184	26	0.2%
137	31	0.3%
132	3	< 0.1%
129	3	< 0.1%
125	6	< 0.1%
123	31	0.3%

FairlyActiveMinutes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	78
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.340703

Minimum	0
Maximum	143
Zeros	4319
Zeros (%)	35.0%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	10
Q3	24
95-th percentile	65
Maximum	143
Range	143
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	23.037698
Coefficient of variation (CV)	1.3285331
Kurtosis	6.0326325
Mean	17.340703
Median Absolute Deviation (MAD)	10
Skewness	2.2063656
Sum	214123
Variance	530.73554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4319	35.0%
8	513	4.2%
16	410	3.3%
15	309	2.5%
10	290	2.3%
9	279	2.3%
13	260	2.1%
6	258	2.1%
14	242	2.0%
11	241	2.0%
Other values (68)	5227	42.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4319	35.0%
1	68	0.6%
2	28	0.2%
3	65	0.5%
4	203	1.6%
5	158	1.3%
6	258	2.1%
7	160	1.3%
8	513	4.2%
9	279	2.3%

Value	Count	Frequency (%)
143	28	0.2%
125	27	0.2%
122	28	0.2%
116	28	0.2%
115	28	0.2%
113	3	< 0.1%
98	28	0.2%
96	28	0.2%
95	111	0.9%
94	4	< 0.1%

LightlyActiveMinutes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	298
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	199.8488

Minimum	0
Maximum	518
Zeros	660
Zeros (%)	5.3%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	144
median	200
Q3	258
95-th percentile	352
Maximum	518
Range	518
Interquartile range (IQR)	114

Descriptive statistics

Standard deviation	97.403506
Coefficient of variation (CV)	0.48738599
Kurtosis	0.38865856
Mean	199.8488
Median Absolute Deviation (MAD)	58
Skewness	0.026619009
Sum	2467733
Variance	9487.443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	660	5.3%
214	169	1.4%
206	165	1.3%
153	161	1.3%
195	157	1.3%
141	155	1.3%
238	147	1.2%
194	136	1.1%
258	130	1.1%
139	128	1.0%
Other values (288)	10340	83.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	660	5.3%
1	9	0.1%
2	45	0.4%
3	58	0.5%
4	15	0.1%
9	46	0.4%
10	8	0.1%
11	3	< 0.1%
12	20	0.2%
15	3	< 0.1%

Value	Count	Frequency (%)
518	18	0.1%
513	18	0.1%
512	18	0.1%
487	18	0.1%
480	18	0.1%
475	28	0.2%
461	18	0.1%
458	18	0.1%
439	27	0.2%
432	33	0.3%

SedentaryMinutes
Real number (ℝ)

Distinct	451
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	799.39148

Minimum	0
Maximum	1440
Zeros	26
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	472
Q1	659
median	734
Q3	853
95-th percentile	1440
Maximum	1440
Range	1440
Interquartile range (IQR)	194

Descriptive statistics

Standard deviation	267.21313
Coefficient of variation (CV)	0.33427067
Kurtosis	0.86026535
Mean	799.39148
Median Absolute Deviation (MAD)	100
Skewness	0.77052215
Sum	9870886
Variance	71402.856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1440	635	5.1%
692	167	1.4%
680	147	1.2%
709	144	1.2%
745	113	0.9%
621	112	0.9%
728	106	0.9%
676	102	0.8%
732	97	0.8%
712	89	0.7%
Other values (441)	10636	86.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.2%
2	15	0.1%
13	28	0.2%
48	15	0.1%
111	2	< 0.1%
125	18	0.1%
127	31	0.3%
218	3	< 0.1%
222	31	0.3%
241	27	0.2%

Value	Count	Frequency (%)
1440	635	5.1%
1439	9	0.1%
1438	19	0.2%
1437	32	0.3%
1431	15	0.1%
1430	8	0.1%
1428	15	0.1%
1423	5	< 0.1%
1420	3	< 0.1%
1413	5	< 0.1%

Calories
Real number (ℝ)

Distinct	576
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2322.8453

Minimum	0
Maximum	4900
Zeros	25
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	0
5-th percentile	1401
Q1	1776
median	2158
Q3	2859
95-th percentile	3784
Maximum	4900
Range	4900
Interquartile range (IQR)	1083

Descriptive statistics

Standard deviation	760.08554
Coefficient of variation (CV)	0.32722176
Kurtosis	0.40276993
Mean	2322.8453
Median Absolute Deviation (MAD)	484
Skewness	0.56285902
Sum	28682494
Variance	577730.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1688	135	1.1%
1980	104	0.8%
1819	102	0.8%
3061	81	0.7%
2361	77	0.6%
2194	74	0.6%
1496	72	0.6%
2066	67	0.5%
2105	67	0.5%
2086	62	0.5%
Other values (566)	11507	93.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25	0.2%
52	28	0.2%
57	15	0.1%
120	2	< 0.1%
257	26	0.2%
403	15	0.1%
665	3	< 0.1%
741	31	0.3%
928	31	0.3%
1032	3	< 0.1%

Value	Count	Frequency (%)
4900	18	0.1%
4552	26	0.2%
4546	26	0.2%
4501	26	0.2%
4392	26	0.2%
4274	26	0.2%
4236	31	0.3%
4163	31	0.3%
4157	31	0.3%
4092	31	0.3%

SleepDay
Categorical

Distinct	31
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	192.9 KiB

4/15/2016 12:00:00 AM	505
5/1/2016 12:00:00 AM	484
4/28/2016 12:00:00 AM	476
4/30/2016 12:00:00 AM	460
4/20/2016 12:00:00 AM	458
Other values (26)	9965

Length

Max length	21
Median length	21
Mean length	20.715015
Min length	20

Characters and Unicode

Total characters	255789
Distinct characters	15
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4/12/2016 12:00:00 AM
2nd row	4/13/2016 12:00:00 AM
3rd row	4/15/2016 12:00:00 AM
4th row	4/16/2016 12:00:00 AM
5th row	4/17/2016 12:00:00 AM

Common Values

Value	Count	Frequency (%)
4/15/2016 12:00:00 AM	505	4.1%
5/1/2016 12:00:00 AM	484	3.9%
4/28/2016 12:00:00 AM	476	3.9%
4/30/2016 12:00:00 AM	460	3.7%
4/20/2016 12:00:00 AM	458	3.7%
4/21/2016 12:00:00 AM	447	3.6%
4/23/2016 12:00:00 AM	445	3.6%
4/29/2016 12:00:00 AM	444	3.6%
5/8/2016 12:00:00 AM	429	3.5%
4/16/2016 12:00:00 AM	424	3.4%
Other values (21)	7776	63.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
12:00:00	12348	33.3%
am	12348	33.3%
4/15/2016	505	1.4%
5/1/2016	484	1.3%
4/28/2016	476	1.3%
4/30/2016	460	1.2%
4/20/2016	458	1.2%
4/21/2016	447	1.2%
4/23/2016	445	1.2%
4/29/2016	444	1.2%
Other values (23)	8629	23.3%

Most occurring characters

Value	Count	Frequency (%)
0	63028	24.6%
2	30352	11.9%
1	30108	11.8%
/	24696	9.7%
	24696	9.7%
:	24696	9.7%
6	13559	5.3%
A	12348	4.8%
M	12348	4.8%
4	9005	3.5%
Other values (5)	10953	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	157005	61.4%
Other Punctuation	49392	19.3%
Space Separator	24696	9.7%
Uppercase Letter	24696	9.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	63028	40.1%
2	30352	19.3%
1	30108	19.2%
6	13559	8.6%
4	9005	5.7%
5	5706	3.6%
3	1685	1.1%
9	1198	0.8%
8	1197	0.8%
7	1167	0.7%

Other Punctuation

Value	Count	Frequency (%)
/	24696	50.0%
:	24696	50.0%

Uppercase Letter

Value	Count	Frequency (%)
A	12348	50.0%
M	12348	50.0%

Space Separator

Value	Count	Frequency (%)
	24696	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	231093	90.3%
Latin	24696	9.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	63028	27.3%
2	30352	13.1%
1	30108	13.0%
/	24696	10.7%
	24696	10.7%
:	24696	10.7%
6	13559	5.9%
4	9005	3.9%
5	5706	2.5%
3	1685	0.7%
Other values (3)	3562	1.5%

Latin

Value	Count	Frequency (%)
A	12348	50.0%
M	12348	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	255789	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	63028	24.6%
2	30352	11.9%
1	30108	11.8%
/	24696	9.7%
	24696	9.7%
:	24696	9.7%
6	13559	5.3%
A	12348	4.8%
M	12348	4.8%
4	9005	3.5%
Other values (5)	10953	4.3%

TotalSleepRecords
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	192.9 KiB

1	10939
2	1316
3	93

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	12348
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	2
3rd row	1
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	10939	88.6%
2	1316	10.7%
3	93	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	10939	88.6%
2	1316	10.7%
3	93	0.8%

Most occurring characters

Value	Count	Frequency (%)
1	10939	88.6%
2	1316	10.7%
3	93	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	12348	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	10939	88.6%
2	1316	10.7%
3	93	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	12348	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	10939	88.6%
2	1316	10.7%
3	93	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12348	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	10939	88.6%
2	1316	10.7%
3	93	0.8%

TotalMinutesAsleep
Real number (ℝ)

Distinct	256
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	419.10277

Minimum	58
Maximum	796
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	58
5-th percentile	166
Q1	361
median	432
Q3	492
95-th percentile	591
Maximum	796
Range	738
Interquartile range (IQR)	131

Descriptive statistics

Standard deviation	118.9441
Coefficient of variation (CV)	0.28380652
Kurtosis	1.522841
Mean	419.10277
Median Absolute Deviation (MAD)	66
Skewness	-0.59288277
Sum	5175081
Variance	14147.699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
442	204	1.7%
441	155	1.3%
412	153	1.2%
388	124	1.0%
357	124	1.0%
322	124	1.0%
523	124	1.0%
354	123	1.0%
421	123	1.0%
531	122	1.0%
Other values (246)	10972	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
58	26	0.2%
59	31	0.3%
61	31	0.3%
62	31	0.3%
74	61	0.5%
77	31	0.3%
79	26	0.2%
82	31	0.3%
98	31	0.3%
99	31	0.3%

Value	Count	Frequency (%)
796	30	0.2%
775	31	0.3%
750	31	0.3%
722	31	0.3%
700	31	0.3%
692	31	0.3%
681	31	0.3%
658	59	0.5%
651	31	0.3%
644	31	0.3%

TotalTimeInBed
Real number (ℝ)

Distinct	242
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	458.19752

Minimum	61
Maximum	961
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	192.9 KiB

Quantile statistics

Minimum	61
5-th percentile	179
Q1	402
median	462
Q3	526
95-th percentile	634
Maximum	961
Range	900
Interquartile range (IQR)	124

Descriptive statistics

Standard deviation	127.87062
Coefficient of variation (CV)	0.27907313
Kurtosis	3.3735023
Mean	458.19752
Median Absolute Deviation (MAD)	60
Skewness	-0.19174502
Sum	5657823
Variance	16350.895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
546	183	1.5%
458	154	1.2%
402	154	1.2%
510	151	1.2%
457	124	1.0%
501	124	1.0%
391	124	1.0%
961	123	1.0%
500	123	1.0%
543	123	1.0%
Other values (232)	10965	88.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
61	26	0.2%
65	62	0.5%
69	31	0.3%
75	31	0.3%
77	31	0.3%
78	30	0.2%
82	26	0.2%
85	31	0.3%
104	31	0.3%
107	31	0.3%

Value	Count	Frequency (%)
961	123	1.0%
843	31	0.3%
775	31	0.3%
725	31	0.3%
722	31	0.3%
712	31	0.3%
704	31	0.3%
698	28	0.2%
689	31	0.3%
686	62	0.5%

Auto

Heatmap
Table

	Id	TotalSteps	TotalDistance	TrackerDistance	LoggedActivitiesDistance	VeryActiveDistance	ModeratelyActiveDistance	LightActiveDistance	SedentaryActiveDistance	VeryActiveMinutes	FairlyActiveMinutes	LightlyActiveMinutes	SedentaryMinutes	Calories	TotalMinutesAsleep	TotalTimeInBed	ActivityDate	SleepDay	TotalSleepRecords
Id	1.000	-0.028	0.027	0.026	0.316	0.150	0.008	-0.070	-0.018	0.213	0.023	-0.207	-0.039	0.426	0.122	0.006	0.000	0.148	0.166
TotalSteps	-0.028	1.000	0.984	0.984	0.143	0.764	0.766	0.636	0.031	0.713	0.734	0.473	-0.270	0.403	-0.130	-0.082	0.240	0.030	0.052
TotalDistance	0.027	0.984	1.000	1.000	0.194	0.766	0.763	0.652	0.043	0.722	0.730	0.447	-0.257	0.500	-0.125	-0.083	0.248	0.035	0.066
TrackerDistance	0.026	0.984	1.000	1.000	0.186	0.765	0.762	0.652	0.028	0.721	0.729	0.447	-0.257	0.500	-0.125	-0.083	0.249	0.036	0.066
LoggedActivitiesDistance	0.316	0.143	0.194	0.186	1.000	0.232	0.121	0.130	0.214	0.333	0.071	-0.067	0.001	0.298	0.025	0.020	0.204	0.039	0.020
VeryActiveDistance	0.150	0.764	0.766	0.765	0.232	1.000	0.719	0.211	0.041	0.973	0.723	0.022	-0.098	0.437	-0.154	-0.139	0.207	0.050	0.030
ModeratelyActiveDistance	0.008	0.766	0.763	0.762	0.121	0.719	1.000	0.357	0.043	0.701	0.970	0.179	-0.162	0.323	-0.191	-0.109	0.255	0.000	0.020
LightActiveDistance	-0.070	0.636	0.652	0.652	0.130	0.211	0.357	1.000	0.004	0.208	0.305	0.854	-0.325	0.421	0.019	-0.001	0.246	0.032	0.053
SedentaryActiveDistance	-0.018	0.031	0.043	0.028	0.214	0.041	0.043	0.004	1.000	0.025	0.021	0.012	0.026	0.044	-0.027	-0.039	0.159	0.000	0.011
VeryActiveMinutes	0.213	0.713	0.722	0.721	0.333	0.973	0.701	0.208	0.025	1.000	0.722	-0.004	-0.084	0.501	-0.129	-0.124	0.246	0.000	0.028
FairlyActiveMinutes	0.023	0.734	0.730	0.729	0.071	0.723	0.970	0.305	0.021	0.722	1.000	0.142	-0.155	0.360	-0.186	-0.109	0.258	0.000	0.034
LightlyActiveMinutes	-0.207	0.473	0.447	0.447	-0.067	0.022	0.179	0.854	0.012	-0.004	0.142	1.000	-0.393	0.193	0.055	0.027	0.236	0.033	0.071
SedentaryMinutes	-0.039	-0.270	-0.257	-0.257	0.001	-0.098	-0.162	-0.325	0.026	-0.084	-0.155	-0.393	1.000	-0.016	-0.145	-0.173	0.287	0.046	0.062
Calories	0.426	0.403	0.500	0.500	0.298	0.437	0.323	0.421	0.044	0.501	0.360	0.193	-0.016	1.000	0.026	-0.095	0.276	0.000	0.068
TotalMinutesAsleep	0.122	-0.130	-0.125	-0.125	0.025	-0.154	-0.191	0.019	-0.027	-0.129	-0.186	0.055	-0.145	0.026	1.000	0.918	0.000	0.254	0.298
TotalTimeInBed	0.006	-0.082	-0.083	-0.083	0.020	-0.139	-0.109	-0.001	-0.039	-0.124	-0.109	0.027	-0.173	-0.095	0.918	1.000	0.000	0.265	0.248
ActivityDate	0.000	0.240	0.248	0.249	0.204	0.207	0.255	0.246	0.159	0.246	0.258	0.236	0.287	0.276	0.000	0.000	1.000	0.000	0.000
SleepDay	0.148	0.030	0.035	0.036	0.039	0.050	0.000	0.032	0.000	0.000	0.000	0.033	0.046	0.000	0.254	0.265	0.000	1.000	0.314
TotalSleepRecords	0.166	0.052	0.066	0.066	0.020	0.030	0.020	0.053	0.011	0.028	0.034	0.071	0.062	0.068	0.298	0.248	0.000	0.314	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Id	ActivityDate	TotalSteps	TotalDistance	TrackerDistance	VeryActiveDistance	ModeratelyActiveDistance	LightActiveDistance	VeryActiveMinutes	FairlyActiveMinutes	LightlyActiveMinutes	SedentaryMinutes	Calories	SleepDay	TotalSleepRecords	TotalMinutesAsleep	TotalTimeInBed
0	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/12/2016 12:00:00 AM	1	327	346
1	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/13/2016 12:00:00 AM	2	384	407
2	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/15/2016 12:00:00 AM	1	412	442
3	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/16/2016 12:00:00 AM	2	340	367
4	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/17/2016 12:00:00 AM	1	700	712
5	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/19/2016 12:00:00 AM	1	304	320
6	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/20/2016 12:00:00 AM	1	360	377
7	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/21/2016 12:00:00 AM	1	325	364
8	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/23/2016 12:00:00 AM	1	361	384
9	1503960366	4/12/2016	13162	8.5	8.5	1.88	0.55	6.06	25	13	328	728	1985	4/24/2016 12:00:00 AM	1	430	449

	Id	ActivityDate	SedentaryMinutes	Calories	SleepDay	TotalSleepRecords	TotalMinutesAsleep	TotalTimeInBed
12431	8792009665	5/10/2016	48	57	4/22/2016 12:00:00 AM	1	391	407
12432	8792009665	5/10/2016	48	57	4/23/2016 12:00:00 AM	1	339	360
12433	8792009665	5/10/2016	48	57	4/27/2016 12:00:00 AM	1	423	428
12434	8792009665	5/10/2016	48	57	4/28/2016 12:00:00 AM	1	402	416
12435	8792009665	5/10/2016	48	57	4/29/2016 12:00:00 AM	1	398	406
12436	8792009665	5/10/2016	48	57	4/30/2016 12:00:00 AM	1	343	360
12437	8792009665	5/10/2016	48	57	5/1/2016 12:00:00 AM	1	503	527
12438	8792009665	5/10/2016	48	57	5/2/2016 12:00:00 AM	1	415	423
12439	8792009665	5/10/2016	48	57	5/3/2016 12:00:00 AM	1	516	545
12440	8792009665	5/10/2016	48	57	5/4/2016 12:00:00 AM	1	439	463

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample